Enhanced direct linear discriminant analysis for feature extraction on high dimensional data

Proceedings of the National Conference on Artificial Intelligence

Volumn 2, Issue , 2005, Pages 851-855

  Qin, A K ^a   Shi, S Y M ^a   Suganthan, P N ^a   Loog, M ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b IT UNIVERSITY OF COPENHAGEN   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; LINEAR SYSTEMS; MATRIX ALGEBRA;

BIOMETRIC DATASETS; ENHANCED DIRECT LINEAR DISCRIMINATE ANALYSIS (EDLDA); FISHER CRITERION; HIGH DIMENSIONAL DATA;

FEATURE EXTRACTION;

EID: 29344461049     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Loog, M., Duin, R.P.W., Haeb-Umbach, R., "Multiclass Linear Dimension Reduction by Weighted Pairwise Fisher Criteria", IEEE Trans. on PAMI, 23(7): 762-766, 2001.
2. Belhumeur, P., Hespanha, J., D. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection", IEEE Trans. on PAMI, 19(7): 711-720, 1997.
3. Chen, L-F, Liao, H-Y M, Ko., M-T, Lin, J-C, Yu, G-J, "A new LDA-based face recognition system which can solve the small sample size problem", Pattern Recognition, 33(10): 1713-1726, 2000.
4. Yu, H., Yang, J., "A direct LDA algorithm for high-dimensional data - with application to face recognition", Pattern Recognition, 34(10): 2067-2070, 2001.
5. J W Lu, K.N. Plataniotis, and A.N. Venetsanopoulos, "Face Recognition Using Kernel Direct Discriminant Analysis Algorithms", IEEE Trans. on Neural Networks, 14(1): 117-126, 2003.
6. J W Lu, K.N. Plataniotis, and A.N. Venetsanopoulos, "Face Recognition Using LDA Based Algorithms", IEEE Trans. on Neural Networks, 14(1): 195-200, 2003.
7. Price, J. R., Gee, T. F., "Face recognition using direct, weighted linear discriminant analysis and modular subspaces", Pattern Recognition, 38(2): 209-219, 2005.
8. Thomaz, C.E., Gillies, D.F., Feitosa, R.Q., "A new covariance estimate for Bayesian classifiers in biometric recognition", IEEE Trans. on Circuits and Systems for Video Technology, Special Issue on Image-and VideoBased Biometrics, 14(2): 214-223, 2004.
9. Kwak, N., Choi, C-H, "Input feature selection for classification problems," IEEE Trans. on Neural Networks, 13(1): 143-159, 2002.